{"id":"W4313647282","doi":"10.1016/j.pediatrneurol.2022.12.016","title":"The Spectrum of Quantitative EEG Utilization Across North America: A Cross-Sectional Survey","year":2023,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Western Ontario; London Health Sciences Centre; Western University","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Electroencephalography; Neurointensive care; Quantitative electroencephalography; Medicine; Status epilepticus; Demographics; Emergency medicine; Medical emergency; Epilepsy; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005757564,0.0002383926,0.0002437875,0.0008425998,0.00033924,0.000563851,0.0003699526,0.0004665611,0.001083388],"category_scores_gemma":[0.00153715,0.000323446,0.0002699636,0.001727067,0.0003697221,0.0008006499,0.0006165501,0.0003916496,0.0001619823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683962,"about_ca_system_score_gemma":0.0004555352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03974861,"about_ca_topic_score_gemma":0.05432621,"domain_scores_codex":[0.9994925,0.0001601386,0.00006695444,0.0001210962,0.00007148092,0.00008780656],"domain_scores_gemma":[0.9986331,0.0002480921,0.0005598472,0.00008700392,0.0002502578,0.0002216817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001634779,0.00001757046,0.9988979,0.000006001536,0.00003215761,0.00003086004,0.0002520557,0.00001715348,0.0001296823,0.000009845564,0.00009731729,0.0004931751],"study_design_scores_gemma":[4.243937e-7,0.000009128357,0.9992158,0.000002808301,0.000003856457,0.00004918206,0.0006209856,0.0000282804,0.000008649375,0.000003492191,0.00005614454,0.000001179327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984004,0.0001539275,0.00008462983,0.00006886836,0.000003589488,0.000006709321,0.0007963881,0.000003936142,0.000481717],"genre_scores_gemma":[0.9992619,0.000134597,0.00005178355,0.00003984709,0.000003650455,0.000008116377,0.0004024974,0.000002036904,0.00009536559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03974861,"threshold_uncertainty_score":0.07903451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438825341818576,"score_gpt":0.3653611762373214,"score_spread":0.3109729228191357,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}